AI systems2 min read
Agents need policy, not just prompts
Why brand-safe, fail-closed policy layers matter more than another chatbot demo — and how we think about agents in production.
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Operator notes. Not theatre.
Short essays on forward-deployed engineering, outcome pricing, and agents that survive production — written from the work, not the pitch deck.
- ReadOperating model2 min read
Outcome-priced AI: how we scope without timesheets
A practical look at defining program outcomes, writing commercial structure, and keeping scope honest when shipping enterprise AI.
- ReadEngineering2 min read
What forward-deployed engineering actually means
Not staff aug. Not a slide deck. How we embed small teams to ship production AI — and why the commercial model has to match.